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StyleForge achieves state-of-the-art coherence in fixed-layout furniture arrangements by dynamically resolving style conflicts through counterfactual reasoning.
Roomer achieves local layout repairs that not only fix violations but also preserve the usability of 3D indoor environments, setting a new standard for layout synthesis.